From 00f488e4c35d9299ac848a67a86a01288f426d09 Mon Sep 17 00:00:00 2001
From: GregFa <36859310+GregFa@users.noreply.github.com>
Date: Thu, 17 Sep 2026 14:52:10 -0500
Subject: [PATCH] Update wording for matrix operations efficiency

---
 paper/paper.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/paper/paper.md b/paper/paper.md
index e40b054..49908d5 100644
--- a/paper/paper.md
+++ b/paper/paper.md
@@ -53,7 +53,7 @@ as a joint function of sample-level covariates (e.g., treatment group,
 demographic factors) and feature-level covariates (e.g., molecular or
 anatomical annotations, biological groups, pathways). `MatrixLM`
 implements efficient estimation and inference for this class of models
-using efficient matrix operations whenever possible
+using fast matrix operations whenever possible
 allowing users to fit large numbers of models while retaining an
 explicit linear model interpretation. The inputs include a response
 matrix and two design matrices encoding the row and column covariates,